In [3]: %matplotlib inline

In [4]: run mymain_v2.py

/usr/lib/python2.7/dist-packages/scipy/sparse/compressed.py:730: SparseEfficiencyWarning: Changing the sparsity structure of a csr_matrix is expensive. lil_matrix is more efficient.

SparseEfficiencyWarning)

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In [5]: